Source file ⇒ Project.Rmd

Background

This project highlights incident reports created by officers for the purpose of documenting a situation or concern within the community. This statistics only represent crimes that have been reported by officers and not crimes that occcur in general.

Incidents include:

## # A tibble: 15 x 2
##             Description count
##                  <fctr> <int>
##  1              LARCENY 62729
##  2       COMMON ASSAULT 47146
##  3             BURGLARY 44201
##  4    LARCENY FROM AUTO 37431
##  5         AGG. ASSAULT 28654
##  6           AUTO THEFT 27711
##  7     ROBBERY - STREET 18537
##  8 ROBBERY - COMMERCIAL  4358
##  9    ASSAULT BY THREAT  3618
## 10             SHOOTING  3060
## 11  ROBBERY - RESIDENCE  2974
## 12                 RAPE  1732
## 13 ROBBERY - CARJACKING  1634
## 14             HOMICIDE  1625
## 15                ARSON  1513

Incidents on a Daily Basis

This is a bar graph of the number of incidents reported per day recorded from 1/1/2012 to 11/11/2017.

Isolated the top 10 days with the highest reported incidents.

On 4/27/2015 there were roits occurring in Baltimore, Maryland over the death of Freddie Gray.

Districts

I grouped all the incidents reported per district in the city of Balitmore.

Next, I wanted to find out the specific crime and the amount of each crime in each district. Also, I will highlight the highest crime reported in each district.

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  8948

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  9666

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  7433

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  9360

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  7572

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  5986

## # A tibble: 1 x 2
##   Description count
##        <fctr> <int>
## 1     LARCENY  5108

## # A tibble: 1 x 2
##      Description count
##           <fctr> <int>
## 1 COMMON ASSAULT  5341

## # A tibble: 1 x 2
##      Description count
##           <fctr> <int>
## 1 COMMON ASSAULT  4587